Muhammad Saran Khalid

Worked with FastAPI to build high-performance APIs for machine learning models, streamlining ML pipelines and improving deployment speed. Integrated LangChain to develop Open-Domain question-answering systems with Retrieval-Augmented Generation (RAG) for natural language processing (NLP) tasks.

Implemented CDN integration with Bunny.net to optimize content delivery and enhance performance for the game launcher. Successfully migrated the Katana Inu project to NestJS, employing advanced techniques for scalability, maintainability, and performance improvements.

Proficient in MERN stack development and delivering end-to-end web applications. Implemented real-time chat with Socket.IO and Firebase Cloud Messaging for notifications.

Managed a team of 30 members to successfully host the on-campus event of Hult Prize ITU. Implemented a social media and on-campus marketing strategy which increased audience participation by 50%.

Grade: 3.74

Activities and societies: Campus Director for Hult Prize On-Campus ITU, managing a team of 30 members and implementing marketing strategies that increased audience participation by 50%.

Completed a Bachelor of Electrical Engineering degree. The final year project focused on the assessment of vascular aging using PPG waveform, combining PPG technology with deep learning techniques for early detection and prevention of cardiovascular disease. Developed specialized signal preprocessing pipelines and utilized mathematical algorithms to extract signal features.